These utilities provide a centralized heartbeat for your infrastructure by mapping every hardware asset and software dependency across your network. Use them to eliminate shadow IT, automate compliance reporting, and ensure that every device is running the correct configurations. When selecting a platform, prioritize those that offer robust discovery protocols, seamless integration with your existing management dashboards, and the ability to maintain a real-time ledger as your environment scales.

Context Graphs for your AI Agents, MCPs and LLMs.